Carvedilol suppresses ryanodine receptor-dependent Ca2+ bursts in human neurons bearing PSEN1 variants found in early onset Alzheimer’s disease

Seizures are increasingly being recognized as the hallmark of Alzheimer’s disease (AD). Neuronal hyperactivity can be a consequence of neuronal damage caused by abnormal amyloid β (Aß) depositions. However, it can also be a cell-autonomous phenomenon causing AD by Aß-independent mechanisms. Various studies using animal models have shown that Ca2+ is released from the endoplasmic reticulum (ER) via type 1 inositol triphosphate receptors (InsP3R1s) and ryanodine receptors (RyRs). To investigate which is the main pathophysiological mechanism in human neurons, we measured Ca2+ signaling in neural cells derived from three early-onset AD patients harboring Presenilin-1 variants (PSEN1 p.A246E, p.L286V, and p.M146L). Of these, it has been reported that PSEN1 p.A246E and p.L286V did not produce a significant amount of abnormal Aß. We found all PSEN1-mutant neurons, but not wild-type, caused abnormal Ca2+-bursts in a manner dependent on the calcium channel, Ryanodine Receptor 2 (RyR2). Indeed, carvedilol, an RyR2 inhibitor, and VK-II-86, an analog of carvedilol without the β-blocking effects, sufficiently eliminated the abnormal Ca2+ bursts. In contrast, Dantrolene, an inhibitor of RyR1 and RyR3, and Xestospongin c, an IP3R inhibitor, did not attenuate the Ca2+-bursts. The Western blotting showed that RyR2 expression was not affected by PSEN1 p.A246E, suggesting that the variant may activate the RyR2. The RNA-Seq data revealed that ER-stress responsive genes were increased, and mitochondrial Ca2+-transporter genes were decreased in PSEN1A246E cells compared to the WT neurons. Thus, we propose that aberrant Ca2+ signaling is a key link between human pathogenic PSEN1 variants and cell-intrinsic hyperactivity prior to deposition of abnormal Aß, offering prospects for the development of targeted prevention strategies for at-risk individuals.


Introduction
Epileptic activities in patients with Alzheimer's disease (AD) have been gaining attentions due to the potential association with their abnormal cognitive behaviors [1,2].Specifically, seizures tend to appear more frequently in patients with early-stage AD than in elderly patients [1].Indeed, in 2017, Lam et al. recorded subclinical seizure-like local neural hyper-excitations using intracranial catheters placed adjacent to the hippocampus in two human AD patients.The study showed that elimination of the subclinical seizures with levetiracetam, an anticonvulsant, improved the patient's abnormal cognitive behavior although the underlying mechanisms of the seizure-like signals remain unknown [3].Therefore, several different types of anticonvulsants have been used to treat AD.However, there is no clear consensus on which medications are suitable for which patients' symptoms, such as epileptic amnesia and cognitive decline since the pathophysiological mechanisms of seizures in AD remains unelucidated [2].
To date, several hundreds of variants in the presenilin 1 gene (PSEN1) have been linked to early-onset familial AD [4,5].PSEN1 located in the membrane of the endoplasmic reticulum (ER) regulates intracellular Ca 2+ homeostasis [5].Cysteines located in the 7th and 9th transmembrane portion of PSEN1 are essential to pass Ca 2+ in mouse models [6].It has been reported that PSEN1 variants found in AD produce abnormal amyloid β (Aß) and Tau proteins that damage neurons [7,8].However, recent studies revealed that not all pathogenic PSEN1 variants produce abnormal Aß proteins [9], illustrating the importance of amyloidindependent mechanisms in the development of AD [10].
Also, intracellular Ca 2+ -dysregulation has been observed in various AD animal models.In a classic murine AD model bearing a PSEN1 p.M146V variant, glutamate provoked abnormal persistent Ca 2+ waves via the NMDA receptors, which may have an association with neurodegeneration [11].Shilling et al. proposed that the type 1 inositol triphosphate receptor (InsP 3 R1) is a main mediator to release Ca 2+ from the ER in the PSEN1 p.M146V knock-in mouse model [12].SanMatin et al. stated that Aβ oligomers promote ryanodine receptor (RyR)-mediated Ca 2+ -release in primary hippocampal neurons of Sprague-Dawley embryos [13].Yao et al. reported that limiting RyR open time via introducing a RyR2 variant, p. E4872Q, prevented AD-associated neuronal hyperexcitations in CA1-pyramidal neurons of the AD mouse model (5xFAD) despite an accumulation of Aß [14].Schrank et al. generated a human neuronal model using iPS cells (iPSCs) obtained from an AD patient.They observed that production of abnormal Aß 42 and abnormal Ca 2+ were more prominent in the AD neurons than control cells, and dantrolene, an inhibitor of RyR1 and RyR3, eliminated both Aß 42 and Ca 2+ surges [15].Furthermore, Gong et al. reported that variants of RYR3 are associated with hypertension, diabetes, and AD [16].
In this study, we hypothesize that dysregulated Ca 2+ homeostasis and resultant neuronal hyperexcitability, independent from the abnormal Aß-theory, could be a discernable feature of early-onset AD associated with certain PSEN1 variants.Accordingly, we analyzed intracellular Ca 2+ activities in iPS cell-derived neurons from multiple early-onset AD patients with pathogenic PSEN1 variants that do not produce abnormal amyloid [9].We found that all neuronal cells bearing PSEN1 variants exhibited abnormal Ca 2+ -waves, but not WT neurons.Also, the RNA-Seq data showed that in the PSEN1 A246E cells, ER stress responsive genes such as EIF2S1 and ATF4 were more expressed than the WT neurons.These data implicate a potential higher risk of subclinical seizures in this population.

Cell culture and immunostaining reagents
All cells used in this study were commercially available cell lines purchased from Axol Bioscience (Cambridge, United Kingdom).This study protocol has been approved by the Institutional Review Board for Medical Research at the Juntendo University School of Medicine (IRB#E23-0210).Please contact them by the following email if necessary (E-mail: igakubu.rin-ri1@juntendo.ac.jp).Obtaining informed consents from the patients was not feasible since all cells were purchased from Axol Bioscience.Thus, the informed consents were waived by the IRB committee.

Preparation of iPSC-derived neural stem cells (NSCs)
Four iPSC-derived NSCs were purchased from Axol Bioscience (Cambridge, UK).Information about the donors was described in the texts and is also available online (https://www.axolbio.com/).Briefly, PSEN1 A246E cell line was established from a 31-year-old female bearing PSEN1 p.A246E with early onset AD (onset age at 45 years-old; AX0114) [17].PSEN1 L286V cell line was established from a 38-year-old male bearing PSEN1 p.L286V with early onset AD (AX0112).PSEN1 M146L cell line was established from a 53-year-old male bearing PSEN1 p. M146L with AD (AX0113).As a control (WT), a cell line established from a 64-year-old healthy female subject (AX0019) was used.All cells were differentiated into mature neurons for 27 ± 2 days.
Axol Bioscience performed karyotyping of these cells before and after differentiation, and no differences were found.All reagents used for culturing were purchased from Axol Bioscience (Cambridge, UK).The expansion of neural stem cells and neural cell differentiation was performed according to the protocol published by Axol Bioscience (Human iPSC-Derived Neural Stem Cells System A, B, C and D Protocol version 5.0: https://www.cosmobio.co.jp/ product/uploads/document/AXO_Protocol_Human_iPSC_Derived_Neural_Stem_Cells.pdf and Enriched Cerebral Cortical Neurons Derivation from Axol iPSC Neural Stem Cells User Guide V1.4: https://axolbio.com/publications/enriched-cerebral-cortical-neuron-protocol/).Briefly, a 6-well plate was coated with SureBond-XF for at least 4 hours for expansion cultures.Human iPSC-derived NSCs were seeded and expanded in the 6-well plate.The medium was replaced with Neural Maintenance Medium (containing the Neural Maintenance Medium Supplement) adding human FGF2 (a final concentration of 20 ng/mL) and human EGF (a final concentration of 20 ng/mL).Polymer coverslip-bottom dishes were coated with polyornithine aqueous solution (0.05 mg/mL) and SureBond-XF for neuronal differentiation cultures.Human iPSC-derived NSCs were seeded in the polymer coverslip-bottom dishes.From day 1 to day 6 of the culture, the medium was replaced with Neural Maintenance Medium containing NeurOne Supplement A every other day.In addition, Neural Maturation Basal Medium was prepared by adding 1 mL of B-27 supplement, 0.5 mL of GlutaMAX supplement, 25 μL of 2-Mercaptoethanol, and 0.5 mL penicillin and streptomycin (a final concentration of 1%) to 50 mL of Neurobasal-A Medium, minus phenol red.From day 7 to day 14 of the culture, the medium was replaced with Neural Maturation Basal Medium containing NeurOne Supplement B, human Brain-derived neurotrophic factor (BDNF) (a final concentration of 0.02 μg/mL), N6,2 0 -O-dibutyryladenosine 3 0 ,5 0 -cyclic monophosphate sodium salt (a final concentration of 0.5 mmol/L), and ascorbic acid (a final concentration of 0.2 mmol/L) every other day.On the 15th day, the whole volume of the medium was replaced with Neural Maturation Basal Medium supplemented with BDNF (a final concentration of 0.02 μg/mL), N6,2'-O-dibutyryladenosine 3 0 ,5 0 -cyclic monophosphate sodium salt (a final concentration of 0.5 mmol/L), and ascorbic acid (a final concentration of 0.2 mmol/L).After that, half of the medium was replaced every other day.

RNA-Seq
RNA-Seq was performed as described anywhere [20].Briefly, differentiated neurons at 28 days were rinsed with cold PBS and scraped using the lysis buffer (LRT) containing β-mercaptoethanol (#135-07522, Wako Chemicals, Osaka, Japan) on ice.RNA extraction was done using RNeasy Plus Mini Kit (Qiagen, 74134).Genomic DNAs were removed using gDNA Eliminator spin columns (Catalog #74134, Qiagen, Hilden, Germany).cDNAs were prepared with Clontech Smart-seq v4 ultra-low kit (Cat# 634888, Takara Bio, Shiga, Japan).PolyA tail enrichment was done using NEBNext Poly(A) mRNA Magnetic Isolation Module (Cat No. E7490).Library preparation and sequencing were performed at Rhelixa using NEBNext UltraII Directional RNA Library Prep Kit (Cat No. E7760).Approximately 15-20 M reads per library were generated using the Illumina NovaSeq 6000 sequencer.The sequenced data were mapped to GRCh38 genome (gencode40) using STAR.Uniquely mapped sequencing reads were assigned to GRCh38 gencode40 genes using featureCounts, and counts data were analyzed using edgeR.

Statistics
Ca 2+ signal data were classified into five categories (no signals, narrow wave, wide wave, oscillation, and burst) and their composition ratios were shown using GraphPad Prism software (GraphPad Software, San Diego, USA).Multiple comparisons of population proportions for each category were performed by Tukey's test Comparisons of the rates of Ca 2+ -oscillations and Ca 2+ -bursts in neurons bearing PSEN1 variants were performed, and their absolute mean differences and 95% and 99% confidence intervals were calculated for each comparison.The statistical significance was defined as p<0.05.The other statistical analyses were performed using EXCEL Toukei Ver.7.0 (ESUMI Co., Ltd, Tokyo, Japan) and EZR (Saitama Medical Center, Jichi Medical University, Saitama, Japan) [21].

Differentiation of the iPSCs into neural cells
iPSC-derived neural stem cells (NSCs) from a healthy individual and early-onset AD patients bearing PSEN1 variants were differentiated into neural cells as described in Methods.Differentiation of neural cells was confirmed by the expression of neuronal markers βIII-tubulin and microtubule associated protein 2 (MAP2) (S1 Fig).

The iPSC-derived neurons bearing PSEN1 variants exhibited abnormal Ca 2+ -waves
We found that all three types of neurons bearing PSEN1 variants (p.A246E, p.M146L, and p. L286V) showed abnormal Ca 2+ -waves, most notably Ca 2+ -oscillations and bursts.In contrast, WT neurons showed occasional spontaneous Ca 2+ -waves (Fig 1A -1G).Fig 2 summarizes the frequency of different Ca 2+ -wave patterns observed in each cell type.The abnormal Ca 2+ -oscillations were more frequently observed in the neurons bearing PSEN1 variants (p.A246E, p. M146L, and p.L286V) compared to the WT neurons.Furthermore, Ca 2+ -bursts were significantly higher in neurons bearing PSEN1 variants (p.A246E and p.M146L) compared to the WT neurons, suggesting that these two variants may cause more severe phenotypes than p. L286V since Ca 2+ -bursts are more disordered than Ca 2+ -oscillations.

Involvement of endoplasmic reticulum (ER) in the abnormal Ca 2+ -bursts
In human neurons, intracellular Ca 2+ homeostasis is regulated by Ca 2+ influx via Ca 2+ channels located in the plasma membranes and Ca 2+ -induced Ca 2+ release (CICR) from the ER via RYR and inositol 1,4,5-trisphosphate (IP 3 ) receptors [22].In addition, it has been proposed that PSEN1 variants may form pores in the ER membrane [23], leading to Ca 2+ leaks into the cytoplasm through these pores [5].To examine how the variant PSEN1 p.A246E causes Ca 2+ leaks, the cells were perfused with Ca 2+ -free extracellular solutions containing 10 mM EGTA.Removal of extracellular Ca 2+ eliminated the abnormal Ca 2+ -bursts (Fig 3A).This indicates that abnormal Ca 2+ -waves associated with the PSEN1 p.A246E are CICR-dependent.
To examine whether the ER is involved, cyclopiazonic acid (20 μM), an inhibitor of sarco/ endoplasmic reticulum Ca 2+ -ATPase (SERCA), was applied to the Ca 2+ -waves [24], and it had reversibly suppressed the abnormal Ca 2+ -transients in the cells.Since cyclopiazonic acid depletes the Ca 2+ storage in the ER, these results indicate that the ER is indeed the main resource of the abnormal Ca 2+ bursts (Fig 3B).

Ryanodine receptor (RyR) 2 facilitates the abnormal Ca 2+ -bursts
It has been reported that inositol triphosphate receptor (IP 3 R) is a mediator to release Ca 2+ from the ER [12].To examine the involvement of IP 3 R in the abnormal Ca 2+ -bursts [22], Human neurons express RyR1, RyR2, and RyR3 that pump out Ca 2+ into the cytoplasm from the ER with a predominance of RyR2 [25].We examined effects of dantrolene, an inhibitor of RyR1 and RyR3 [26], and carvedilol, an inhibitor of RyR2 [27], on the Ca 2+ -bursts in randomly chosen neurons bearing PSEN1 variants.We found that carvedilol (30 μM), but not dantrolene (30 μM), eliminated the abnormal Ca 2+ -transients in the neuronal cells bearing PSEN1 p.A246E (Fig 4B and 4C).The involvement of RyR2 was also confirmed with VK-II-86 (10 μM), a RyR2 inhibitor without the β-blocking effects (Fig 4D) [27].The Ca 2+ -bursts were also eliminated by carvedilol in the PSEN1 M146L and PSEN1 L286V cells (S2 Fig) .The responses Comparisons in the rates of Ca 2+ -oscillations and Ca 2+ -bursts in neurons bearing PSEN1 variants were performed between the p.A246E and WT neurons, between the p.M146L and WT neurons, and between the p.L286V and WT neurons.As for the Ca 2+ -oscillations, the 99% confidence intervals (CI) of these comparisons were all significant (S1 Table ).Comparisons in the rates of Ca 2+ -bursts were [99%CI: -0.483, -0.338] (p.A246E and WT) and [99%CI: -0.224, -0.020] (p.M146L and WT), respectively, both of which were significant (p<0.01).Meanwhile, a comparison in the rates of Ca 2+ -bursts in neurons with PSEN1 variants between the p.L286V and WT neurons showed [95%CI: -0.100, 0.019], which was nonsignificant (S2 to each reagent were all-or-none.These results indicate that RyR2 is the main facilitator of the abnormal Ca 2+ -bursts in the cells bearing PSEN1 variants.

The expression levels of RyR2 were not affected by PSEN1 p.A246E
In a presenilin-knock out mouse, the protein level of RyR was reduced, which affected the intracellular Ca-homeostasis [28].It has also been reported that PSEN1 physically interacts with RyR2 [29].To examine the effects of the PSEN1 variant on RyR2 levels, we quantified the levels of PSEN1 and RyR2 using Western blot.Our data revealed that the expression levels of RyR2 and PSEN1 were similar both in the WT and PSEN1 A246E cells (Fig 5).

RNA-Seq
In addition, the gene expressions were measured by RNA-Seq, and the results were compared between the WT and PSEN1 A246E neurons (n = 3 for each cell type).Genes with FDR < 0.05 were selected, recovering a list of the top 10000 differentially expressed genes (DEGs) with 1506 upregulated and 1521 downregulated in the PSEN1 A246E cells (S3 Table, FDR < 0.05).
Fig 6 shows a smear plot of the alteration of the gene expression, annotated for genes associated with ER and mitochondrial-stress and glycolysis [30].Among the top 10000 DEGs, the MCUB gene encoding for the mitochondrial calcium uniporter dominant negative subunit β was upregulated, while the gene MTLN encoding mitoregulin and the gene BCL2A1 encoding BCL2 related protein A1 were downregulated in the PSEN1 A246E cells.Also, the RYR2 and RYR3 genes encoding RyRs were downregulated in the PSEN1 A246E cells, which may reflect negative feedback of Ca 2+ overload.

Discussion
Our data showed abnormal Ca 2+ -bursts recorded in human neuronal cells obtained from three-unrelated early-onset AD patients bearing PSEN1 variants (p.A246E, p.M146L, or p. L286V).We also demonstrated that the abnormal Ca 2+ -bursts were suppressed by carvedilol, a known RyR2 inhibitor, as well as VK-II-86, a RyR2 inhibitor without the β-blocking effects [27].Importantly, these PSEN1 variants do not produce significant amount of abnormal Aβ [9], which suggests that amyloid-independent pathophysiology plays a role in early-onset AD.

Does neuronal hyperexcitation cause early-onset AD?
Although epileptic activity is often associated with AD, whether it is a cause, or a consequence of other factors, such as abnormal Aβ and Tau proteins, remains unknown [2].However, seizures and myoclonus occur frequently in early-onset AD patients who have yet to develop severe dementia [1,31].This progression may likely be a pathological condition of cardiomyopathy.In cardiomyopathy, it is often seen that abnormal electrical activities (i.e., arrhythmias) precede structural remodeling as how seizures progress to severe dementia [32,33].
Just as Lam et al. proposed that silent seizure-like signals cause AD, our data strongly promotes a new underlying mechanism of PSEN1-associated early-onset AD.Since their patients did not bear PSEN1 variants, the underlying mechanism of the neuronal hyperexcitation observed is unknown.However, PSEN1 variants p.A246E and p.L286V tested in this study were found in AD patients who had seizures [34], which is notably consistent with Lam's findings regardless of the causes of neuronal hyperexcitation.In addition, the PSEN1 p.A246E and p.L286V as well as p.M146L variants did not produce significant amount of abnormal Aβ peptides [9], further supporting the amyloid-independent theory.Thus, it is reasonable to propose that neuronal hyperexcitation associated with Ca 2+ -dysregulation is one of the major amyloidindependent mechanisms of early-onset AD associated with PSEN1 [3].

The underlying mechanisms of Ca 2+ dysregulation in PSEN1-related AD
There are numerous studies that Ca 2+ overload plays an important role in damaging neurons though this topic is still controversial.For instance, Ca 2+ -leak from ER induces cell death by increasing the permeability of mitochondrial inner membranes [35].Mu ¨ller et al. proposed that constitutively activated transcription factor cAMP response element binding protein (CREB) associated with activation of IP 3 R through CaM kinase β and CaM kinase IV pathways cause cell death and sensitivity to Aβ toxicity [36].In human iPSC-induced neurons from an AD patient bearing PSEN1 p.A246E, increased Aβ 42 and abnormal Ca 2+ surge were observed, and these were reversed by dantrolene [15], which is inconsistent with our data (Fig 4B).This can be due to differences in creating iPSCs and patient background.
Nonetheless, an important question moving forward is "How can we link local seizures due to abnormal Ca 2+ -bursts with cognitive behavioral disorders?"There are several suggestive reports.In an AD-mouse model (5xFAD) that bear multiple amyloid β precursor gene (APP) and PSEN1 variants, reducing Ca 2+ release from the ER via replacing the WT RyR2 with a mutated one prevented the hyperactivity of pyramidal neurons [14].SanMartin et al. reported that amyloid β oligomers (AβOs) amplified RyR-mediated Ca 2+ , which induced mitochondrial dysfunctions in primary hippocampal cultures obtained from 18-day-old Sprague-Dawley rats [13].Later, the same group found that N-acetylcysteine prevented the AβO-induced mitochondrial dysfunctions and defective structural changes in Sprague-Dawley juvenile male rats [37].In another study, long-term treatment with carvedilol suppressed seizures in amyloid precursor protein transgenic mice (TgCRND8), a well-established AD model [38].In contrast, Shilling et al. showed that, in a mouse model bearing PSEN1 p.M146V, reduction of IP 3 R1 expression restored CREB-dependent gene expression rescuing the abnormal hippocampal long-term potentiation.Thereby, they propose that the IP 3 R1 is the therapeutic target in PSEN1-associated AD [12].However, in our data, Xestospongin c, an inhibitor of IP 3 R, did not suppress the abnormal Ca 2+ -bursts (Fig 4A).
Our RNA-Seq data demonstrated that mitoregulin encoded by the MTLN that regulates mitochondrial membrane potential [39] and BCL2A1 encoded by the BCL2A1 that is associated with apoptosis in brains [40] were significantly downregulated in the PSEN1 A246E neurons.In addition, ER stress pathway genes such as EIF2S1 and ATF4 [30], and mitochondrial stress pathway genes such as MCU, CASP3, and CASP9 tended to be upregulated in the PSEN1 A246E compared to the WT neurons.In contrast, the VDAC1 encoding the voltagedependent anion channel 1 (VDAC1) in the outer mitochondrial membrane tended to be downregulated in the PSEN1 A246E [41].Although these changes are not statistically significant (FDR > 0.05), it suggests that Ca 2+ -overload due to the abnormal Ca 2+ -bursts may damages cytosolic organelles, leading to neural malfunctions.Indeed, RYR2 as well as RYR3 were downregulated, which might have occurred by unknown negative feedback pathways to reduce intracellular and mitochondrial Ca 2+ overload.Thus, currently, we are investigating the functional changes in the ER and mitochondria in human iPSC-induced neurons.
Though actual pathogenic mechanisms of AD are still controversial, it is reasonable to theorize that abnormal Ca 2+ -bursts through RyR2 can be one of the main pathophysiological mechanisms in early-onset AD associated with PSEN1.

Limitations
There are several significant limitations: (1) we used human iPSC-induced neural cells whose anatomical and functional characteristics can be different from actual human neurons; (2) it is difficult to generate homogeneous neural cell populations though we used a protocol to differentiate the cells into cerebral cortical neural cells; (3) although we examined the neural cells bearing three different PSEN1 variants, we do not know if our hypothesis can be applied to AD caused by other factors such as PSEN2 and APP variants; (4) we do not know the effects of these PSEN1 variants on gating-kinetics of RyR2 due to lack of experiments in human brain cells.Also, we do not know the underlying mechanisms by which dantrolene did not suppress RyR2 in our system [42].However, those recent data were mainly obtained in cardiomyocytes, not in human neurons [42][43][44].At this moment, further investigation is beyond the scope of this study; (5) our data still did not reveal how abnormal Ca 2+ -bursts cause early-onset AD (i.e., neural damages).Currently, we are studying the effects of Ca 2+ -bursts on ER and mitochondrial functions; (6) the RNA-Seq data showed that various pathways were affected by PSEN1 p.A246E (listed in S1 Table ).Currently, we do not know the association of these changes and AD phenotypes.We will further investigate the roles of the affected various pathways in pathophysiological mechanisms of AD; and (7) a clinical trial failed to show the effects of carvedilol in AD (https://www.clinicaltrials.gov/study/NCT01354444?tab=history).Probably this was due to small population (n = 14), and we expect that carvedilol may not be able to reverse already damaged neurons.Interestingly, a recent large cohort study in Denmark indicated that the prevalence of AD was significantly lower in the patients who took carvedilol than the patients who took atenolol and bisoprolol [45].However, it was unclear if the pathophysiology in these patients was uniform.

Conclusions
Despite these limitations, we propose that abnormal Ca 2+ signals play a role in the pathophysiological mechanisms in early-onset AD associated with PSEN1.Our data also elucidated that RyR2 can be a potential therapeutic target in prevention of AD.Further large-scale randomized clinical studies are warranted to validate our proposals. .A list of the top 10,000 genes that were affected in the PSEN1 A246E neurons compared to the WT neuron.(DOCX)

Fig 3 .
Fig 3. Involvement of endoplasmic reticulum in the underlying mechanisms of Ca 2+ bursts in the PSEN1 A246E neurons.(A) Ca 2+ -free extracellular solutions containing EGTA eliminated the Ca 2+ -bursts in the PSEN1 A246E neuron (left panel).A trace after washout (right panel).Note that these are not continuous recordings but the trace in the right panel was obtained within several minutes after washout in the same cell.(B) Application of 20 μM CPA eliminated the Ca 2+ -bursts in the PSEN1 A246E neuron (N = 27).A trace after washout (right panel).https://doi.org/10.1371/journal.pone.0291887.g003

Fig 5 .
Fig 5.Western blotting to measure RyR2 levels in WT and PSEN1 A246E neural cells.(A) A representative staining.Each lane was loaded with positive control (left), WT sample (mid), and PSEN1 A246E (right) sample, respectively.The upper bands show staining with Anti-RyR2 antibody, and the lower bands show staining with Anti-β-actin antibody.(B) A bar graph shows the expression of RyR2 in the WT and PSEN1 A246E neurons.The experiments were repeated three times.The statistical analysis was performed by Mann-Whitney U test.https://doi.org/10.1371/journal.pone.0291887.g005

Fig 6 .
Fig 6.Comparisons of gene expressions between PSEN1 A246E and WT neurons evaluated by RNA-Seq.A smear plot of detected gene expressions.Relative gene expression levels by comparisons of the PSEN1 A246E cells against the WT neurons are plotted.Several genes of interest were indicated by solid red symbols (FDR < 0.05).https://doi.org/10.1371/journal.pone.0291887.g006